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Record W2465368558 · doi:10.60082/2817-5069.2964

ICSID’s Reinforcement?: UNASUR and the Rise of a Hybrid Regime for International Investment Arbitration

2016· article· en· W2465368558 on OpenAlexaffvenue
Kendall Grant

Bibliographic record

VenueOsgoode Hall law journal · 2016
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsYork University
Fundersnot available
KeywordsArbitrationLiberalizationAppealIdeologyLawLegitimacyInvestment (military)EconomicsEconomic JusticePolitical scienceSociologyPolitics

Abstract

fetched live from OpenAlex

The legitimacy and effectiveness of the International Centre for Settlement of Investment Disputes (“ICSID”) is a matter of spirited debate. Opponents argue that ICSID’s ideological and procedural bias impedes fairness, its complexity and cost restrict access to justice, and its lack of an appeal process exacerbates uncertainty and unpredictability. Dissatisfaction with and ideological critique of ICSID, especially on the part of Latin American states, culminated in 2009 when Ecuador proposed the creation of a regional arbitration centre as part of the Union of South American Nations (“UNASUR”). This article surveys the myriad criticisms launched against ICSID and assesses the likelihood and desirability of the UNASUR Arbitration Centre as an alternative or supplement to ICSID. The article concludes that reforms to ICSID can address most of the problems identified by critics but that the UNASUR Arbitration Centre will continue to gain momentum. The result will be a hybrid international investment law regime, at least in the short- to medium-term. This hybrid regime will be functional, serve an important purpose for Latin American countries, and advance the goals of investment liberalization.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.023
metaresearch head score (Gemma)0.027
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.023
Threshold uncertainty score0.123

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0230.027
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0040.018
Scholarly communication0.0150.007
Open science0.0020.008
Research integrity0.0060.011
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.016
GPT teacher head0.224
Teacher spread0.208 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2016
Admission routes2
Has abstractyes

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Same venueOsgoode Hall law journalSame topicInternational Arbitration and Investment LawFrench-language works237,207